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An Efficient Weighted Bit-Flipping Algorithm for Decoding LDPC Codes Based on Log-Likelihood Ratio of Bit Error Probability
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- CHEN Tso-Cho
- Department of Avionics, China University of Science and Technology
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- LU Erl-Huei
- Department of Electrical Engineering, Chang Gung University
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- LI Chia-Jung
- Department of Electrical Engineering, Chang Gung University
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- HUANG Kuo-Tsang
- Department of Electrical Engineering, Chang Gung University
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Description
<p>In this paper, a weighted multiple bit flipping (WMBF) algorithman for decoding low-density parity-check (LDPC) codes is proposed first. Then the improved WMBF algorithm which we call the efficient weighted bit-flipping (EWBF) algorithm is developed. The EWBF algorithm can dynamically choose either multiple bit-flipping or single bit-flipping in each iteration according to the log-likelihood ratio of the error probability of the received bits. Thus, it can efficiently increase the convergence speed of decoding and prevent the decoding process from falling into loop traps. Compared with the parallel weighted bit-flipping (PWBF) algorithm, the EWBF algorithm can achieve significantly lower computational complexity without performance degradation when the Euclidean geometry (EG)-LDPC codes are decoded. Furthermore, the flipping criterion does not require any parameter adjustment.</p>
Journal
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- IEICE Transactions on Communications
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IEICE Transactions on Communications E100.B (12), 2095-2103, 2017
The Institute of Electronics, Information and Communication Engineers
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Keywords
Details 詳細情報について
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- CRID
- 1390282679351820544
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- NII Article ID
- 130006235255
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- ISSN
- 17451345
- 09168516
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- Text Lang
- en
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- Data Source
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- JaLC
- Crossref
- CiNii Articles
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- Abstract License Flag
- Disallowed